mims-harvard/ProCyon-Bind

Model

ProCyon-Bind

6

5 commits

1 linked in READMEs

updated Dec 16, 2024

See the code

README

ProCyon-Bind

ProCyon-Bind is a multimodal foundation model for protein phenotypes, which combines a large language model with protein encoders to support inputs of interleaved free text and proteins. This model is a further fine-tuned version of the ProCyon-Full model, specifically fine-tuned for understanding interactions between proteins and peptides. Fine-tuning was performed using 1097 examples of protein-peptide complexes curated from PDBBind.

For more information on the model design, training, and validation, please see the overview page or the paper.

Additional versions of the model are available as ProCyon-Split and ProCyon-Full.

biology
protein

Contributors

rcalef

5 commits

mims-harvard/ProCyon-Bind

Model

ProCyon-Bind

6

5 commits

1 linked in READMEs

updated Dec 16, 2024

See the code

README

ProCyon-Bind

ProCyon-Bind is a multimodal foundation model for protein phenotypes, which combines a large language model with protein encoders to support inputs of interleaved free text and proteins. This model is a further fine-tuned version of the ProCyon-Full model, specifically fine-tuned for understanding interactions between proteins and peptides. Fine-tuning was performed using 1097 examples of protein-peptide complexes curated from PDBBind.

For more information on the model design, training, and validation, please see the overview page or the paper.

Additional versions of the model are available as ProCyon-Split and ProCyon-Full.

biology
protein

Contributors

rcalef

5 commits